How to make gravity respect the scale in Scene > Units?
Under the scene settings there are also settings for the Rigid Body world. Instead of increasing the gravity, you could just increase the simulation speed there. Setting the speed to 100 will make the simulation look like the gravity was -981.0 in Blender.